All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
Lineaje sells full-lifecycle software supply chain security to organizations that build, buy, or ship critical software, inventorying open-source components, attesting their integrity, and auto-fixing vulnerabilities, and in 2026 it added UnifAI to govern agentic AI. It has raised $27 million across a seed round and a Series A whose backers included Tenable Ventures, and its founders carry senior pedigrees from earlier security-vendor roles. Customer proof is vendor-published: archived pages carry SBOM360 Hub testimonials from Veritas and Pure Storage, and the firmest traction is a U.S. Air Force contract the CEO describes to a reporter. Most defensible for federal buyers, where SBOM requirements apply, and least proven in the commercial market, where independent validation is absent.
| Description | Lineaje is a full-lifecycle software supply chain security company that inventories open-source and third-party components, attests their integrity, and auto-remediates vulnerabilities, with an AI line, UnifAI, that governs agentic AI with discovered inventory, derived policies, and guardrails. | [f1] |
|---|---|---|
| Founded | 2021 | [f2] |
| HQ | Saratoga, California, USA | [f2] |
| Funding | $27M total | [f2] |
| Latest funding | Series A ($20M, July 2024, led by Prosperity7 Ventures, Neotribe, Hitachi Ventures, and Tenable Ventures) | [f2] |
| Product | What it does |
|---|---|
| Lineaje UnifAI | AI policy orchestrator that discovers an AI Bill of Materials of models, agents, and MCP servers, derives security and compliance policies, and enforces them with runtime guardrails for agentic AI. |
| Open Source Manager | Open-source risk management that inventories components, detects vulnerabilities and tampering, and applies agentic self-healing to auto-fix open-source software, source code, and containers. |
| SBOM360 Hub | SBOM lifecycle manager that creates, ingests, publishes, and updates software bills of materials, attests and validates them against regulations, and shares SBOMs and VEX with customers. |
| Third Party Risk Manager | Ingests and assesses vendor SBOMs, auto-validates them against industry regulations, and surfaces zero-day and late-breaking risk across vendor software versions. |
| SCA360 | Software composition analysis that scans source, binaries, and containers across the development lifecycle for open-source vulnerabilities, tampering, and license risk. |
| SBOM360 | Generates and manages software bills of materials across an organization's applications and enforces policy on their contents. |
| Gold Open Source | Catalog of hardened, rebuilt-from-source open-source packages that Lineaje secures and continuously maintains for enterprise use. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
Lineaje UnifAI discovers the AI inventory of agentic applications, derives security and compliance policies, enforces them with built-in runtime guardrails, and applies the derived governance policies to AI models. These capabilities are mapped to the AI Defense Matrix. [f3]
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
Lineaje Open Source Manager, SBOM360 Hub, and Third Party Risk Manager inventory open-source and third-party components, detect tampering and vulnerabilities, and apply self-healing fixes to code and containers. This software supply chain security is mapped to the Cyber Defense Matrix. [f1]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 3/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 4/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 3/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Lineaje: About Us | official | 2026-06-25 |
| f2 | SecurityWeek: Lineaje raises $20M in Series A funding | press | 2026-06-25 |
| f3 | AI Defense Matrix Catalog mapping (Lineaje UnifAI) | other | 2026-06-25 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Lineaje: About Us “Lineaje creates technology that tackles the most challenging and complex software supply chain security issues with a full-lifecycle, self-healing approach. Deploy Self-Healing Containers. Auto-fix all vulnerabilities and comply with global regulations.” | official | 2026-06-25 |
| s2 | Lineaje UnifAI: Unified AI Policy Orchestrator for Agentic AI “Lineaje UnifAI is the industry's first autonomous AI policy orchestrator empowering organizations to build secure-by-design agentic AI applications. Discovers, Derives, Defends. Lineaje UnifAI Recognized for "Most Innovative AI Security and Governance" by Cyber Defense Magazine.” | official | 2026-06-25 |
| s3 | SecurityWeek: Lineaje raises $20M in Series A funding “Lineaje on Tuesday announced raising $20 million in a Series A funding round that brings the total investment in the company to $27 million. The latest funding was led by Prosperity7 Ventures, Neotribe, Hitachi Ventures, and Tenable Ventures, with participation from Carahsoft.” | press | 2026-06-25 |
| s4 | TechCrunch: Lineaje raises $20M to combat software supply chain threats “Hasan claims that the company has a contract with the U.S. Air Force to support its "Eagle Eyes" anti-terrorism program as well as relationships with other unnamed federal agencies. Kusari, Ox Security, Chainguard, Dustico and Endor are among its rivals.” | press | 2026-06-25 |
| s5 | Lineaje Open Source Manager and GigaOm Radar placement “Comprehensive open-source risk management for your organization. Lineaje was named a leader in the GigaOm Radar for Software Supply Chain Security report, and highlighted as an outperformer in field of 23 companies.” | official | 2026-06-25 |
| s6 | Lineaje SBOM360 Hub “Manage the entire SBOM lifecycle from creation to decommissioning to achieve software governance, continuous compliance and operational efficiency.” | official | 2026-06-25 |
| s7 | VMblog: Lineaje Unveils UnifAI to Secure and Govern Agentic AI “As developers and AI tools create new applications, UnifAI's Discovery Agents continuously map the organization's complete AI Bill of Materials (AIBOM). This includes every model, agent, MCP server, LLM dependency, skills, and data connections, while also assessing each component's risk profile.” | press | 2026-06-25 |
| s8 | IT Brief: Lineaje unveils UnifAI to secure enterprise agentic AI “Lineaje said this creates risks that existing security tools may struggle to detect, including prompt injection, data leakage and reasoning-compromise attacks.” | press | 2026-06-25 |
| s9 | Lineaje compliance path resolves to a regulation use-case page “The /compliance path redirects to /use-case/comply-with-global-regulations, a product capability page, and no company-held SOC 2, ISO, or FedRAMP attestation is displayed on the site as of 2026-06-25.” | official | 2026-06-25 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Lineaje: About Us “Lineaje creates technology that tackles the most challenging and complex software supply chain security issues with a full-lifecycle, self-healing approach. Deploy Self-Healing Containers. Auto-fix all vulnerabilities and comply with global regulations.” | official | 2026-06-25 |
| s2 | Lineaje UnifAI: Unified AI Policy Orchestrator for Agentic AI “Lineaje UnifAI is the industry's first autonomous AI policy orchestrator empowering organizations to build secure-by-design agentic AI applications. Discovers, Derives, Defends. Lineaje UnifAI Recognized for "Most Innovative AI Security and Governance" by Cyber Defense Magazine.” | official | 2026-06-25 |
| s3 | SecurityWeek: Lineaje raises $20M in Series A funding “Lineaje on Tuesday announced raising $20 million in a Series A funding round that brings the total investment in the company to $27 million. The latest funding was led by Prosperity7 Ventures, Neotribe, Hitachi Ventures, and Tenable Ventures, with participation from Carahsoft.” | press | 2026-06-25 |
| s4 | TechCrunch: Lineaje raises $20M to combat software supply chain threats “Hasan claims that the company has a contract with the U.S. Air Force to support its "Eagle Eyes" anti-terrorism program as well as relationships with other unnamed federal agencies.” | press | 2026-06-25 |
| s5 | Lineaje Open Source Manager and GigaOm Radar placement “Comprehensive open-source risk management for your organization. Lineaje was named a leader in the GigaOm Radar for Software Supply Chain Security report, and highlighted as an outperformer in field of 23 companies.” | official | 2026-06-25 |
| s6 | Lineaje SBOM360 Hub “Manage the entire SBOM lifecycle from creation to decommissioning to achieve software governance, continuous compliance and operational efficiency.” | official | 2026-06-25 |
| s7 | VMblog: Lineaje Unveils UnifAI to Secure and Govern Agentic AI “As developers and AI tools create new applications, UnifAI's Discovery Agents continuously map the organization's complete AI Bill of Materials (AIBOM). This includes every model, agent, MCP server, LLM dependency, skills, and data connections, while also assessing each component's risk profile.” | press | 2026-06-25 |
| s8 | IT Brief: Lineaje unveils UnifAI to secure enterprise agentic AI “Agentic AI differs from conventional software because agents can interact with sensitive data and invoke external tools during execution. Lineaje said this creates risks that existing security tools may struggle to detect, including prompt injection, data leakage and reasoning-compromise attacks.” | press | 2026-06-25 |
| s9 | AI Defense Matrix Catalog: Lineaje UnifAI “Lineaje UnifAI: AI policy orchestrator that discovers AI inventory, derives security and compliance policies, and enforces them with runtime guardrails for agentic AI applications.” | other | 2026-06-25 |
| s10 | Lineaje Third Party Risk Manager “Identify third-party risks in vendor software, validate compliance and manage remediations with stakeholders.” | official | 2026-06-25 |
| s11 | Lineaje compliance path resolves to a regulation use-case page “The /compliance path redirects to /use-case/comply-with-global-regulations, a product capability page, and no company-held SOC 2, ISO, or FedRAMP attestation is displayed on the site as of 2026-06-25.” | official | 2026-06-25 |
| s12 | Wayback capture (2025-04-20) of lineaje.com/compliance: customer testimonials from Veritas and Pure Storage on SBOM360 Hub “Lineaje SBOM360 Hub has revolutionized our management of SBOMs, ensuring compliance and providing a centralized, single-pane-of-glass view of software” | official | 2026-07-14 |
This site is an experimental research aid created by Zeltser Security Corp. All its data gathering and analysis was performed autonomously without human review, and it can contain errors of fact, interpretation, and judgment that a human reviewer might catch.
The analyses are statements of opinion, not statements of fact. Machine analysis produced the scores, summaries, and matrix placements by weighing the public sources each page cites, and reasonable people can weigh the same sources differently. Where a page states a fact, it cites the public source and the date it was checked, and the statement is only as accurate as that source. Unless a profile expressly says otherwise, the analysis involves no hands-on testing and no independent validation of any company's products or services.
Nothing here is professional, security, legal, financial, investment, or purchasing advice, and nothing here is a recommendation to invest in, do business with, or avoid any company. Inclusion of a company is not an endorsement, and absence of a company is not a judgment about it. Reading this site creates no advisory or client relationship. Verify any detail you plan to act on against the vendor's current materials.
The content is provided "as is" and "as available," with all warranties disclaimed, express or implied, including merchantability, fitness for a particular purpose, accuracy, and non-infringement. No entry is warranted to be complete, current, or correct. Companies change, vendors update their claims, sources can be wrong, and automated analysis can misread them.
To the fullest extent permitted by law, the operator, Zeltser Security Corp, is not liable for any damages that arise from using this site or relying on its content, including direct, indirect, incidental, special, and consequential damages and lost profits, even if advised that such damages were possible. If you are dissatisfied with the site or disagree with these terms, your remedy is to stop using it.
Entries link to vendor pages, press coverage, and other external sites that Zeltser Security Corp does not control and is not responsible for. A link is not an affiliation with the destination or an endorsement of it. Product and company names and trademarks are the property of their owners, used here nominatively to identify the companies described. Short quotations from cited sources appear for identification and commentary.
Do not republish its content or share access without the operator's permission.